The geothermometric method or the geothermal measurement is one of the most important tools and techniques used in searching for the geothermal energy and estimating the aquifers temperatures, and it is also the easiest and the least expensive. The importance of this technique lies in providing a preliminary idea and an estimate of the groundwater aquifer temperature, regardless of the residual temperature.
So much accuracy and caution are required when applying geothermometry or issuing its results, because they might be tainted by some errors and false results. However, the results of the geothermal measurement are fairly reliable as proved by many studies since they provide an overall and theoretical estimate on the geothermal temperature of hot water. This led us to dwell in the midst of these tools to find an additional and acceptable geochemical indicator or evidence on the presence of geothermal energy in Akkar.
These methods are usually used by specialists in chemistry of fluids or geochemistry because they are an important indicator in the field of searching for geothermal energy. Therefore, we resorted to these methods due to their importance and implication, since they had never been used or adopted in the area, if not in Lebanon as a whole. In order to avoid some special technical obstacles which we had encountered, some specialists in the Chemistry of Water from the Faculty of Public Health in the Lebanese University-Branch Three were hired and consulted. Our purpose behind this work was to confirm the correctness of the path we had taken through studying the geothermal indicators, and we were extremely careful and accurate in issuing the results in our hands. Therefore, our study on this aspect was limited only to the Cations relations because they were more reliable and the least influential on dissolution and evaporation  . In Lebanon, the geothermal energy received interest by some researchers, but it did not yet receive adequate concern by the governmental sector. This is mainly attributed to the lack of profound studies about this topic and because the attention was still directed towards the traditional sources of energy being more reliable and provided quick profit. Few studies have dealt with the subject in Lebanon, like in  -  . These studies are almost general overview and they demonstrate the presence of hot water in Akkar, but no detailed study has yet been conducted to determine and delineate the geothermal potential zones in the region. In this study, our goal is to use geothermometric descriptors in order to estimate the aquifer temperature of Assammaqieh well situated in Akkar, North Lebanon.
2. The Importance of Using Geothermometry in Estimating Groundwater Temperature
The importance of adopting the geothermometric method is based on the correlation of the chemical composition of hot groundwater with the time it spends inside the rocks which it traverses (see methodology page). Among the most important things which are counted upon in this regard are the ratios of the dis- solved mineral compounds in this water which has therapeutic uses and properties, and they are: Sodium (Na), Potassium (K), Calcium (Ca), Magnesium (Mg). This hot water might also contain Carbon Dioxide (CO2) and Sulfur Gas (H2S).
Chemical analysis and isotope analysis are related to the basic processes which affect the chemical composition of hot water  , and they are summarized as fo- llows:
・ The contribution of the atmosphere to water.
・ The degree of seawater intrusion.
・ Interaction and exchange between water and igneous rocks in a relatively high temperature.
・ Admixture of water from different sources.
The chemical analysis of geothermal fluids from hot springs and hot water wells is also useful in the following fields:
・ Providing information on the nature of the host rocks.
・ Estimating the temperature of groundwater.
・ Conceptualizing the history and flow regime of the fluid.
・ Optimal utilization of the geothermal resources in the medium and long terms.
・ Pre-conceptualizing the possible problems of corrosion and precipitation of metals.
The estimate of the temperature of the original water in the geothermal aquifer might be tainted by some errors due to being admixed with water coming from other various sources, especially surface-layers water which changes the ba- lance between the groundwater and the deep rocks inside the geothermal aquifer. Therefore, the estimates of the aquifer temperature are hypothetical at mi- nimum, and they can’t be verified without drilling exploratory (experimental) wells.
Types of Geothermometer and the Balances
Based on the chemical elements used in the geothermometric equations, they can be classified into four main groups:
The first group is based on Silica (Sio2).
The second group is based on alkaline elements  .
The third group is based on the projection of the simple experiments between a specific metal and a solution, and usually quartz is used  .
The last group is based on experimental standards derived from the relation between the concentration of Silica of the natural hot water and the temperature of hot springs and wells.
The quartz, chalcedony and feldspar minerals are characterized by the increase of their solubility when the temperature increases. The deep water maintains the balance while rising to the surface, and it can be used in geothermometric studies  .
The balance state of an aquifer is based on many factors, the most notably are:
・ The kinetics of the interaction among its components.
・ The aquifer temperature.
・ The type of container rocks and their radioactivity.
・ The concentration of the indicated elements in water.
・ The time of water stability inside the aquifer in a certain temperature.
As a result, the balance state in the aquifer might sometimes reach some interactions, without the others. On the other hand, the balance or the imbalance of the hot water after leaking into the surface is related to many factors which are:
・ Water speed.
・ Flow regime.
・ Host rock lithology.
・ The original temperature of the geothermal aquifer.
・ The kinetics of the different possible interactions.
Dissolution and precipitation on the one hand, and ion exchange on the other hand are the most prominent interaction types related to temperature, and useful as a geothermometric quantitative indicator  .
Due to the nature of the subject and the limited laboratory and material resources, the focus in the study was on a number of traditional geothermometric measures or indicators. Both   and  presented the measure Na/K which is based on the balance between Plagioclase and Feldspar.  also emphasized that this measure is particularly useful for the hot groundwater with temperature above 150˚C.
3. Material and Methods
During the reference study of this research, some researchers confirmed the pre- sence of several sites (wells and springs) of hot water in Lebanon  . There are also indicators of hot water off Abda locality (under the sea) according to airborne thermal infrared survey carried out by CNRS of Lebanon 1997.
Laboratory analysis data of Assammaqieh well confirmed that it is sulphurous hot water. The temperature of the water which was pulled from a pipe heading towards the sea (hundreds of meters away from the well site) reached almost 45˚C.
The Adopted Geothermal Indicators
Geochemical and laboratory analyses available to us determined the nature and type of the study which focused on the available and possible geothermometric techniques for this purpose. Most indicators which address the following four che- mical elements have been adopted:
Calcium (Ca), Potassium (K), Sodium (Na), Magnesium (Mg). The number of measures used for this purpose reached twenty-two, and they were adopted and applied on the analysis results of Assammaqieh well.
The most prominent of these measures are represented in Table 1:
・ The geothermal measure (Na/K) which was used by many like  -  . It is obviously that the last two measures will appear later as the most accurate measures in estimating the temperature of Assammaqieh well.
・ The geothermal measure (Mg/K2 (or (K/Mg))) of both  and  .
・ The geothermal measuring indicator (Na-K-Ca) put by  which is a seeming-
Table 1. The Geothermal Measures Used in the Estimate of the Aquifer Temperature.
ly important indicator that helps with the estimate of the geothermal, including the low temperature of water. The geothermal measuring indicator put by  poses a new equation different from what  presented by the method of least squares, and they concluded that this indicator is based on the interaction resulting from alterations more than the ion exchange among feldspars, which leads to a clear estimate of the dynamic thermal elements of the balance of rock and water.
Depending on the report presented by  , it was possible to find easier method of calculating the indicator put by  by changing the concentration of the basic Cations: Sodium, Potassium and Calcium from milligram to gram to change the results into molality unit.
Some of the fallacies which might encounter these measures are what  mentioned, and which give false results if they are applied in different terms and conditions like:
・ The continual interactions between rocks and water (dissolution/precipitation), proceeding from the geothermal aquifer to the point of emergence or the appearance of hot water on the surface.
・ The difference between the chemical compositions and the chemistry of water from which  concluded their indicators that are related to the estimate of the aquifer temperature.
・ The presence of acidic water which is rich in sulfur and contains some chlori- des.
・ The absolute concentration of Calcium in the water which is described to contain carbonate minerals, where the level of the partial pressure of carbon dioxide largely affects the concentration of Calcium, etc.
Therefore, all mentioned factors are significantly affecting the geothermal indicators and the correctness of its estimates. Numerous and significant errors might occur in estimating the geothermal temperature when deep hot water admixes with shallow water  .
4. Results and Discussion
To illustrate the importance of the results of the chemical composition of Assammaqieh well that have been reached, and in order to validate the hypotheses on the aquifer temperature of Assammaqieh well, and to check the theoretical results of the adopted equation which are mentioned in Table 2. These results have been approached and compared with the data and the measurements of fluid temperature from typical deep wells in New Zealand  whose temperature and chemical properties are known (especially K, Ca, Na, Mg) and their geological formations are similar to the volcanic rocks (i.e. basalt) from which the water of Assammaqieh well emerges.
When applying the adopted measures on this data to calculate the theoretical temperature of the aquifer of these wells whose temperature is practically known, the results were extremely amazing and very close to each other. In many equations the theoretical estimates matched the actual measures by 95% to 99%.
Table 2. The data of chemical analyses of the water of Assamqieh Well and some geothermal wells in New Zealand.
In other words, the contrast among them did not exceed 1% to 5% increase or decrease.
The application of the primary geothermal equations on the laboratory analysis data of Assammaqieh well in Akkar revealed great variation in the estimates of the aquifer temperature. What also boosted our confidence in the correctness of this path is the clear variation in the results and estimates of the aquifer temperature in New Zealand wells according to every geothermometric indicator, although their temperature is actual and known. Thus, it appeared to us that the variation between one indicator and the other in estimating the temperature of Assammaqieh water is normal.
The primary estimates of the temperature of Assammaqieh well (Figure 1) ranged between 59˚C as a minimum of Michard’s equation  (based on Magnesium and Potassium), and 181 Celsius with  (based on Cations of Sodium and Potassium). This big difference might be caused by the nature of the adopted equations and the rock lithology that contain hot water. On the contrary, we notice that the proximity of the applied and theoretical results in the cases of the hot water in New Zealand is caused by the similarity of the rocks which heat the
Figure 1. Estimates of the aquifer temperature of Assammaqieh well (according to the adopted measures).
hot groundwater, and which are semi-permeable basalt rocks.
Since Assammaqieh well contains high ratio of sulfur, we could confirm that Assammaqieh water had been heated in layers of hot basalt volcanic rocks at considerable depth, which are of the same type as the rocks that heat New Zealand wells. Therefore, we can say that the aforementioned equations which give the clo- sest results between the theoretical and actual data of New Zealand might be the most credible and accurate to estimate the temperature of Assammaqieh well.
It seems that the equations based on the Cations of Magnesium and Potassium estimated the temperature of the aquifer with the least rate, which ranged between 60˚C and 84˚C only. On the other hand, estimates reached the threshold of 180˚C for Cations of Sodium and Potassium.
Proceeding from the mixed results of the estimates of the temperature of Assammaqieh well, we could divide these equations into three main groups (Table 3):
The first group is the geothermometric equations which indicated a medium temperature of Assammaqieh aquifer between 50˚C and 100˚C, and this is equal to 14% of the total equations.
The second group is the geothermometric equations which revealed a high temperature ranging between 100 and 150 Celsius, and this is equal to 45% of the total equations.
The third group is the geothermometric equations which indicated a very high temperature of Assammaqieh aquifer exceeding 150˚C, and this is equal to 41%.
From this division we conclude that 86% of the geothermometric equations estimated the temperature of Assammaqieh aquifer to be hot or very hot (more than 100˚C).
Under this remarkable contrast between different indicators and equations and another, the average of all equations has been calculated by a structural measure through the arithmetic average of all the geothermometric equations (Table 4).
The results were as follows:
The water of Assammaqieh aquifer acquired its chemical properties from underground thermal conditions and the nature of the volcanic rocks in depths that are not large and with a temperature of not less than 135˚C.
It is believed that the thermal conductivity is the basis in heating the ground- water in Akkar region, and especially Assammaqieh well which is supplied with
Table 3. The change in the estimates of Assammaqieh aquifer temperature according to the measure (Geothermometry).
Table 4. A comparison between the actual temperature and the extrapolated temperature of hot water from ten wells in different areas in New Zealand.
water from water table whose source is the surface water penetration, and some major adjacent faults help with this penetration.
・ The nature of the semi-permeable volcanic rocks which heat Assammaqieh groundwater should not be deep, and therefore the hot aquifer might not be deep too. The main source of supplying water might be the surrounding mountains like Akkar Mountains or Alawites’ Mountains in Syria.
In order to enhance confidence in the research methodology and determine which indicators are the least error, and thus which of them is more acceptable, the theoretical and the actual results of New Zealand have been compared (Figure 2). This is in combination with the purpose of verifying the most accurate equation and geothermal measure in estimating the temperature of Assammaqieh geothermal aquifer, a number of calculations have been performed (Table 5) as follows:
・ Calculating the average ().
・ The standard deviation () of the variations of theoretical and actual temperature resulted from applying all geothermal equations.
・ Calculating the root mean square error which equals:.
This calculation showed that the Nieva and Nieva’s equations  which are based on Calcium and Potassium clarified the great proximity between the actual values and the theoretical estimates of Assammaqieh aquifer (Figure 1).
Conversely, when approaching the temperature estimates of Assammaqieh well according to every measure and the geothermal calculation error, an opposite positive relationship was noticed between them. The high estimates of Assammaqieh aquifer temperature were generally met by the least temperature error between the theoretical and the actual. This means that the results of Assammaqieh aquifer
Figure 2. A diagram compares between the actual registered temperature and the theoretical temperature of New Zealand wells.
Table 5. The Root Mean Square Error (RMSE).
temperature is consistent with the highest temperature (Category A) which were adopted by  -   , and others (Figure 3).
To define the temperature of Assammaqieh aquifer more accurately, the equations have been divided into three categories, and the most error results between
Figure 3. The relation between temperature and temperature estimate error.
the theoretical and actual temperature of categories C and B which estimated the average temperature by 129˚C and 97˚C successively have been excluded, while category A reached almost 148˚C (Figure 3).
Accordingly, the estimates of Assammaqieh aquifer temperature tend to rise. So if we calculate the average of the equations with the minimum value in standard deviation, the estimates of Assammaqieh aquifer temperature rise to almost 150˚C. The estimates of Assammaqieh aquifer might range according to dispersion standards (from the least to the most dispersed) according to Figure 4.
Depending on what has been mentioned, it can be said that Assammaqieh aquifer temperature might range between 135.5˚C and 163˚C. Conversely, some believe that using geothermal equations and measures assume taking into account an increase or decrease of 20 degrees from any theoretical estimate  . Studying these geothermal equations, applying the geothermometric method and calculating error rates showed that the error rate does not exceed 14˚C (10%) (Figure 5).
Assuming that Assammaqieh hot water, which is at the depth of 550 - 650 m and comes from an aquifer whose water temperature estimate is nearly 135˚C, this means that Assammaqieh aquifer temperature significantly corresponds with the high thermal gradient known in volcanic rock layers, which is 20˚C to each 100 m nearly. This number might become very accurate at the faults level and the areas of lava flow.
It is worth mentioning that the temperature beneath Assammaqieh is a residual temperature from lava flow for more than 1.5 million years. Its source might be remote areas through the minor cross-sectional fractures in Akkar Plain situated in Lebanon and Syria (Figure 6(a)). It is believed that the flow of the volcanic lava has started from these faults to cover a big part of Akkar Plain and a wider area of Syria and in Homs area (Figure 6(b)).
If we assume that the thermal gradient of Assammaqieh aquifer is 20˚C to every 100 m in volcanic rocks, a one thousand deep well can supply water whose temperature is almost 215˚C. And if we consider that these lavas flowed from a
Figure 4. The root mean square error.
main source, from Al-Yammouneh fault; starting from Ouadein valley and Shadra area, then Shadra and Bokeiaa areas might the best suited area to search for geothermal energy and drill exploratory wells (Figure 7).
Nevertheless, these results are just hypotheses that demand a lot of accuracy and advanced technologies, therefore many researchers resort sometimes to an experimental correction of these estimates, as is the case for Fournier and Potter’s equation  through the inclusion of the concentration value of Magnesium (Mg), especially temperature estimates above 70 Celsius.
The reason behind correcting the geothermal equations and measures is that the hot aquifer might be formed from an admixture of several groundwater sources that have leaked from different depths or layers, but their mineral elements have not balance after the admixture. This correction is related to the estimates of the above indicator and its relation with the amount of Magnesium (the equation in liters eq/1):
The overall objective from this comparison and correction is to know how accurate and valid these different chemical indicators are, and to deduce the general trends derived from them, because the temperature that we estimated in Assammaqieh well might not exceed this level, and therefore many estimated results
Figure 5. The relation between the estimated temperature and the root mean square error.
were left without modification.
The laboratory analysis data of Assammaqieh well confirmed that it was warm sulfurous water which acquired its properties from complicated geochemical conditions, and that the geothermometric methods could theoretically and scientifically identify, for the first time in Lebanon, the temperature of an aquifer at a depth between 500 - 700 m.
It also turned out that the underground heating process was basically due to thermal conductivity and rock adjacency, and that Assammaqieh well was supplied with water from adjacent groundwater tables whose source was the penetration of surface water.
It also appeared that most of the equations used in the search for geothermal energy revealed the presence of an aquifer of hot and very hot water with an arithmetic average (structural) not less than 135 Celsius.
It also appeared that the geothermal equations based on Calcium and Potassium were the least deviated and the most proximate between the actual measurements
Figure 6. (a) Potential fault collecting thermal water for Assamaqieh well. (b) Map of geothermal areas in Akkar.
and theoretical values. The estimates of Assammaqieh aquifer temperature tend to use the equations with the highest temperature and little standard deviation of the theoretical estimates, to reach more than 150 Celsius (with the need to take into account 20 Celsius increase or decrease).
It also turned out that this estimate of the geothermal temperature was compatible with the high thermal gradient in volcanic rocks, which was nearly 20 Celsius to every 100 m in the case of Assammaqieh well. Hence, the deep geothermal beneath Assammaqieh is a residual temperature from periods of lava flow of volcanic
Figure 7. A 3D map of Al-Dreib Al-Aala area in Akkar; the most important geothermal area in Lebanon.
rocks, more than 1.5 million years ago. The source of these basalt lava streams came from the effect of the presence of Al-Yammouna fault and the different folds and faults resulting from it, and from which a group of valleys were formed including Oudeen valley and Shadra area, and emerged consequently from the secondary fractures. Accordingly, these mentioned areas might be the most suited to search for geothermal energy and conduct exploratory excavations.
I would like to extend my appreciation to the Lebanese University for funding this study in the framework of the Scientific Research Support Program.